As outlined in [1]}, an object detector's errors may be categorized into the following modes of failure: 1) missing an object entirely, 2) detecting an object with poor bounding box localization and 3) correct localization but misclassification of an object (which includes confusion with similar classes, with dissimilar classes or with background). We show that our method can be used to analyze each of these specific types of errors.
